Maximum likelihood estimates and confidence intervals of an M/M/R/N queue with balking and heterogeneous servers.
Kuo-Hsiung WangSheau-Chyi ChenJau-Chuan KePublished in: RAIRO Oper. Res. (2004)
Keyphrases
- confidence intervals
- arrival rate
- maximum likelihood estimates
- single server queue
- markov chain
- steady state
- service times
- traffic intensity
- sample size
- closed form
- queue length
- maximum likelihood
- expectation maximization
- likelihood function
- em algorithm
- asymptotically optimal
- heavy traffic
- queueing model
- state dependent
- parameter estimation
- monte carlo
- fluid model
- linear models
- test set
- motion parameters
- call center
- feature selection
- conditional probabilities
- dynamic programming
- training set
- reinforcement learning
- image sequences